Visualization Tutorial

Library	Official Site
Matplotlib	link
Plotly	link
Seaborn	link

Matplotlib Tutorial

Line Graph

This is a line graph created by x, y values.

import matplotlib.pyplot as plt

fig, ax = plt.subplots()  # Create a figure containing a single axes.
ax.plot([1, 2, 3, 4,5], [1, 4, 10, 3,-15])  # Plot some data on the axes.

[<matplotlib.lines.Line2D at 0x1d3fc77e610>]

Plotly Tutorial

import plotly.express as px
import plotly.offline as po

po.offline.init_notebook_mode()

Scatter

This is a scatter plot of the given data.

df = px.data.iris()
fig = px.scatter(df, x="sepal_width", y="sepal_length", color="species",
                 size='petal_length', hover_data=['petal_width'])
fig.show()

Seaborn Tutorial

Supported Plots

Plot	Example
scattorplot	link
lineplot	link
...	...

Line Chart

This is a line chart created by given data.

import seaborn as sns
sns.set_theme(style="darkgrid")

# Load an example dataset with long-form data
fmri = sns.load_dataset("fmri")

# Plot the responses for different events and regions
sns.lineplot(x="timepoint", y="signal",
             hue="region", style="event",
             data=fmri)

<Axes: xlabel='timepoint', ylabel='signal'>